It should probably come as no surprise to anyone that the images which we look at every day – whether printed or on a display – are simply illusions. That cat picture isn’t ...

Nevertheless, for lattice vector quantization, the error distribution is uniform not over a ball, but over the basic cell of the quantization lattice. In this paper, we construct vector quantizers ...

A new wave of “reasoning” systems from companies like OpenAI is producing incorrect information more often. Even the companies don’t know why.

A rounding error is a mathematical miscalculation caused by altering a number to an integer or one with fewer decimals.

I successfully build it on release/v8.6, and pytorch_quantization==2.1.3,and I think you need to update the readme.md about pytorch_quantization and tell the dependencies of pytorch_quantization ...

To overcome the limitations of existing quantization methods, researchers from Zhejiang University and vivo Mobile Communication Co., Ltd have developed Efficient Post-Training Vector Quantization for ...

When using the modelopt.torch.quantization config as recommended by the docs, enabling only quantization for the backbone: ...